Microarray Missing Value Imputation: A Regularized Local Learning Method - Wang, Aiguo; Chen, Ye; An, Ning; Yang, Jing; Li, Lian; Jiang, Lili (IEEE/ACM transactions on computational biology and bioinformatics, 2019)
Keywords: Algorithms; Bayes methods; Biological analysis; Computational Biology - methods; Data models; DNA microarrays; Gene expression; Gene Expression Profiling - methods; Humans; Knowledge based systems; Learning; Learning systems; Least squares; Least-Squares Analysis; local learning; Machine Learning; Mathematical model; Microarray data; missing value imputation; Oligonucleotide Array Sequence Analysis - methods; Performance measurement; Preservation; Regularization; regularized model; similarity measurement; Teaching methods; Time series